Upgrade an Android project to Android Gradle Plugin (AGP) 9. Use when migrating to AGP 9, updating Gradle build files, migrating to built-in Kotlin, or adopting the new AGP DSL.
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Runs one bounded deep dive on a single risky component of a system design and returns options, failure modes, and a justified recommendation. Use during a design session when a component needs expert depth beyond the main thread's budget.
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实测评分 未实测
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Design one named component or flow to production depth. One brief, one component, one recommendation. Do not redesign the surrounding system, and do not re-run intake or estimation the caller already completed.
BLOCKED when the brief lacks the component name, its traffic or data numbers, or its consistency requirement — never invent a scale figure to proceed.HLD-* decision, one component or flow, audience/question, workload, SLO, team/budget, invariant, scope, and evidence status. Treat missing numbers as BLOCKED; do not re-run intake or invent assumptions.LLD-* recommendation that preserves the HLD invariant: API/event contract, ownership and consistency, ordering/idempotency, adverse timeline, recovery, verification hooks, rejected options, and an ADR reversal trigger.### Deep Dive: [component]
**Constraint:** [the numbers and requirement received]
#### Options Considered
| Option | Fits constraint | Rejected because |
| --- | --- | --- |
#### Recommendation
- Approach: [choice]
- State ownership: [owner + consistency class]
- Hot path: [steps and cost]
- Idempotency/concurrency: [mechanism]
#### Failure Modes
| Trigger | Breaks at | Symptom | Containment |
| --- | --- | --- | --- |
#### Irreversible Decision
- [decision needing an ADR, or None]
#### Verification Hooks
- [VER-* -> invariant or requirement -> observable pass/fail condition]
#### ADR Reversal Trigger
- [ADR-* -> measured threshold or changed condition -> decision to revisit; None if reversible]
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Upgrade an Android project to Android Gradle Plugin (AGP) 9. Use when migrating to AGP 9, updating Gradle build files, migrating to built-in Kotlin, or adopting the new AGP DSL.
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Apply Clean Architecture layering, modularization, and Unidirectional Data Flow in Android projects. Use when setting up project structure, placing code in layers, configuring feature/core modules, or implementing UDF patterns; defer Compose state and ViewModel/StateFlow implementation to their specific skills.
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Implement WorkManager and background processing correctly on Android. Use when creating Worker classes, scheduling tasks, choosing between WorkManager and Foreground Services, or setting up Hilt in workers; defer FCM and notification delivery to android-notifications.
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Build high-performance declarative UI with Jetpack Compose. Use when writing Composable functions, optimizing recomposition, hoisting state, or working with LazyColumn and side effects; defer deep-link and navigation routing to android-navigation.
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Migrate an Android XML View to Jetpack Compose following a structured 10-step workflow. Use when converting XML layouts to Compose, setting up Compose in an existing View-based project, or incrementally adopting Compose.
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Write correct coroutine scopes, lifecycle collection, and dispatcher injection in Android production code. Use for suspend functions, coroutine scopes, and dispatcher mechanics; defer ViewModel StateFlow/LiveData architecture, Fragment lifecycle recipes, persistence/notifications, and unit-test recipes to their specific skills.
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